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Table 1 
Descriptions for basketball terms used in our data set. Explanations and rules derived from the official NBA rule book at: https://official.nba.com/rulebook/, and the Basketball Wikipedia page at: https://en.wikipedia.org/wiki/Basketball.
TermDescription
Shot Attempting to score points by throwing the ball through the basket. Each successful shot is worth 3 points if behind the 3 point arc, and 2 otherwise. 
Assist Passing the ball to a teammate that eventually scores without first passing the ball to any other player. 
Block Altering an attempted shot by touching the ball while still in the air. 
Free Throw Unopposed attempts to score by shooting from behind the free throw line. Each successful free throw is worth one point. 
Rebound Obtaining the ball after a missed shot attempt. 
Foul Attempting to unfairly disadvantage an opponent through certain types of physical contact. 
Turnover A loss of possession by a player holding the ball. 
(Shot Clock) Violation Failing to shoot the ball before the shot clock expires. Results in a turnover to the opponent team. 
Time-out A limited number of clock stoppages requested by a coach or mandated by the referee for a short meeting with the players. 
Substitution Replacing one player with another during a match. In basketball, substitutions are permitted only during stoppages of play, but are otherwise unlimited. 
Jump Ball A method used to begin or resume the game, where two opposing players attempt to gain control of the ball after an official tosses it into the air between them. 
Period NBA games are played in four periods (quarters) of 12 minutes. Overtime periods are 5 minutes in length. The time allowed is actual playing time; the clock is stopped while the play is not active. 
TermDescription
Shot Attempting to score points by throwing the ball through the basket. Each successful shot is worth 3 points if behind the 3 point arc, and 2 otherwise. 
Assist Passing the ball to a teammate that eventually scores without first passing the ball to any other player. 
Block Altering an attempted shot by touching the ball while still in the air. 
Free Throw Unopposed attempts to score by shooting from behind the free throw line. Each successful free throw is worth one point. 
Rebound Obtaining the ball after a missed shot attempt. 
Foul Attempting to unfairly disadvantage an opponent through certain types of physical contact. 
Turnover A loss of possession by a player holding the ball. 
(Shot Clock) Violation Failing to shoot the ball before the shot clock expires. Results in a turnover to the opponent team. 
Time-out A limited number of clock stoppages requested by a coach or mandated by the referee for a short meeting with the players. 
Substitution Replacing one player with another during a match. In basketball, substitutions are permitted only during stoppages of play, but are otherwise unlimited. 
Jump Ball A method used to begin or resume the game, where two opposing players attempt to gain control of the ball after an official tosses it into the air between them. 
Period NBA games are played in four periods (quarters) of 12 minutes. Overtime periods are 5 minutes in length. The time allowed is actual playing time; the clock is stopped while the play is not active. 
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